Unverified50% confidenceDecision RuleExact time
Without a baseline, adding vector search can only be called a "change", not an "improvement"; any newly added technical solution must be able to beat the baseline to count as an improvement.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe meta-level depth of existing recursive self-improvement methods is almost incapable of exceeding two levels.63% similarUnverifiedImprovements from model scale and architecture are uneven and dimension-specific; simply stacking parameter counts or switching architectures cannot bring consistent improvement across all generalization dimensions.62% similarUnverifiedAugmentation cannot compensate for the structural absence of a data distribution; if the training set lacks a certain geometric form, augmentation only reinforces the model's erroneous shortcuts.62% similarUnverified专项优化不保证对所有任务类型的普遍提升，在特定领域可能反而不及通用基础模型62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1034923API
curl https://kongchang.com/api/v1/knowledge/claims/1034923MCP
get_claim(id=1034923)